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Narrative Analytics: Telling the Story behind the data

Narrative Analytics: Telling the Story behind the data
叙事分析:讲述数据背后的故事
批准号:
1729919
负责人:
金额:
$0.0万
依托单位:
依托单位国家:
英国
项目类别:
Studentship
财政年份:
2016
资助国家:
英国
项目状态:
已结题
起止时间:
2016 至 --

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中文摘要
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英文摘要
The project aims at developing methods and a tool capable of generating Narrative Analysis of spatio-temporal data: a succinct natural language description of a selected time-space window of the data of interest. In healthcare and smart house scenarios, such techniques can be combined with activity recognition models to generate comprehensible descriptions of monitored activities with terminology and level of detail tuned to a particular recipient. In the context of the SPHERE IRC led by the University of Bristol and funded by EPSRC these techniques would facilitate making sense from acquired data for healthcare applications in a more transparent way than is possible with black-box approaches.
期刊论文(10)
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会议论文
FAT Forensics: A Python Toolbox for Implementing and Deploying Fairness, Accountability and Transparency Algorithms in Predictive Systems
FAT Forensics:用于在预测系统中实施和部署公平性、责任性和透明度算法的 Python 工具箱
DOI: 10.21105/joss.01904
发表时间: 2020
期刊: Journal of Open Source Software
影响因子: --
作者: [Sokol K]
通讯作者: Sokol K
Explainability fact sheets
可解释性情况说明书
DOI: 10.1145/3351095.3372870
发表时间: 2020
期刊:
影响因子: --
作者: [Sokol K]
通讯作者: Sokol K
Desiderata for Interpretability: Explaining Decision Tree Predictions with Counterfactuals
可解释性的必要条件:用反事实解释决策树预测
DOI: 10.1609/aaai.v33i01.330110035
发表时间: 2019
期刊: Proceedings of the AAAI Conference on Artificial Intelligence
影响因子: --
作者: [Sokol K]
通讯作者: Sokol K
DOI: 10.24963/ijcai.2018/836
发表时间: 2018
期刊:
影响因子: --
作者: [Sokol K]
通讯作者: Sokol K
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    海外基金